{"id":"W4399397881","doi":"10.2196/58761","title":"Moderation Effects of Streetscape Perceptions on the Associations Between Accessibility, Land Use Mix, and Bike-Sharing Use: Cross-Sectional Study","year":2024,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Moderation; Cross-sectional study; Perception; Psychology; Environmental health; Social psychology; Medicine; Statistics; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00256418,0.0005144929,0.0004941763,0.0005932912,0.0007420315,0.0007105746,0.0004792298,0.0005943392,0.002857969],"category_scores_gemma":[0.003953767,0.000501951,0.001171381,0.0007834209,0.0006200664,0.0007774268,0.0008562534,0.001164564,0.00033915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000402586,"about_ca_system_score_gemma":0.0006959182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009463696,"about_ca_topic_score_gemma":0.01232003,"domain_scores_codex":[0.9986603,0.0004806134,0.0001099174,0.0004159283,0.0001433412,0.0001899247],"domain_scores_gemma":[0.9965233,0.0009493898,0.0009705137,0.0005117514,0.0005155327,0.0005293638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008659689,0.0001560072,0.9972035,0.00002856403,0.0001853195,0.00004390362,0.0006723644,0.00005006445,0.0002064892,0.0000886388,0.0001346463,0.001143927],"study_design_scores_gemma":[0.000007895997,0.0002578064,0.9975573,0.00001762342,0.000159218,0.00005575652,0.0008944053,0.0004910204,0.0001441898,0.00008038332,0.0003239596,0.00001049212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989152,0.0001546141,0.0003537622,0.0000416035,0.00001068246,0.0000232525,0.0002588553,0.000003786949,0.0002381069],"genre_scores_gemma":[0.9990352,0.00005339591,0.000322143,0.00004619956,0.000008770351,0.00003900605,0.0002762126,0.000002843894,0.0002161506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009463696,"threshold_uncertainty_score":0.01881725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09387230415278616,"score_gpt":0.3968326379580325,"score_spread":0.3029603338052463,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}